Nidhi Ravichandran Nair
Pune
Summary
Aspiring Data Engineer with a solid foundation in data processing, ETL methodologies, and database management. Proficient in relevant tools and technologies, eager to apply academic knowledge in a professional setting. Committed to optimizing data workflows and contributing to the success of dynamic projects. Strong analytical and problem-solving skills with a focus on continuous learning and growth.
Overview
3
3
years of professional experience
Work History
Data Engineer ETL
Barclays
Pune
08.2022 - Current
- Part of ETL development for Barclays' Mules project, focusing on detecting Money Mule Transactions.
- Contributed to develop Change Data Capture (CDC) process for efficient data collection and ingestion into Kafka topics.
- Collaborated on processing Kafka data, enhancing workflow efficiency.
- Designed Ab Initio-based ETL processes for Fraud Information Warehouse (FIW) Tables.
- Contributed to downstream anomaly detection in critical financial data.
- Engineered efficient workflows for Parquet file creation and loading into FIW Tables.
- Developed UNIX automation scripts for historical data loading.
- Recognized for contributions to the end-to-end data pipeline by Scrum Master and Project Manager.
- Prepared Job and Schedule Definitions for UAT/PROD/DR processes.
- Set up MFT across environments for various processes.
- Performed SQL Queries for post-live Data Correction/Validation on HIVE/IMPALA.
- Independently documented FIW-ETL process for the Mules project.
- Resolved production issues as part of the L3 Team.
- Handled Change Requests and contributed to incident resolution.
Machine Learning Intern
Oyesters Training
Jalgaon
06.2021 - 06.2022
- Implemented a web-based face-recognition based attendance system using Flask.
- Developing required models and tuning hyperparameters as per requirement of the ongoing project.
Education
Bachelor of Technology (B.Tech.) - Computer Science Engineering
K.J. Somaiya College of Engineering
06-2022
Skills
- Programming Languages :Python/Java/C/C/UNIX Shell Scripting
- ETL, CDC Tool- Ab Initio
- Software Development Tools: JIRA, Confluence
- Website Development (Django/Flask/RESTFramework) (HTML/CSS/JavaScript)
- Databases: MySQL/SQLite/MongoDB
- Database Management, Data Migration, Data Modeling, Data Acquisitions, Cross-Functional Teamwork
- Technologies/Frameworks : Computer Graphics and Visualization, Artificial Intelligence, Machine Learning (Pygame, OpenCV, OpenGL), Blockchain, Git, Github
Technical Papers Published
- Secured File Storage in Cloud Computing Application: Secura - Drive, 12th ICCCNT– IEEE Conference, July 2021
- Emotion Based Music Recommendation System Using LSTM – CNN Architecture, 12th ICCCNT– IEEE Conference, July 2021
Projects
End-to-End Speech Translation for Indian Dialects
Machine Learning, Natural Language Processing, Flutter
This project focuses on converting an Indian language speech into a target Indian language through the techniques of NLP and DL. The translation is done through 3 steps: Automatic Speech Recognition, Machine Text Translation and Text to Speech Translation.,
https://github.com/nidhiinair/end-to-end-speech-translation
Secure Drive – Encrypted Cloud Storage
Django, HTML, CSS, JavaScript, MongoDB, OpenCV
Developed a web application to store files in an encrypted format. Implemented Face Recognition for 2-step Authentication and used the Django REST Framework for the API creation. The Files will be stored in an encrypted manner and then decrypted when the user wishes to view the contents of the file.
https://github.com/nidhiinair/Secure-Drive-Cloud-Storage
Algo-Visualizer
Python, PyOpenGL, PyGame,
Visualizing sorting algorithms through PyGame. Sorting Algorithms like Merge Sort, Heap Sort, Insertion Sort, etc. were used to visualize the sorting of an array of lines.
https://github.com/nidhiinair/Algorithm-Visualizer
Social Work Experience
Nurturing Lives NGO, Mumbai, Head Volunteer, 08/2020 - 2021
Sharan NGO for Animals, Nashik, Volunteer, 2021
Rotaract Club of Nasik Youth Force, Volunteer, 2022
Timeline
Data Engineer ETL
Barclays
08.2022 - Current
Machine Learning Intern
Oyesters Training
06.2021 - 06.2022
Bachelor of Technology (B.Tech.) - Computer Science Engineering
K.J. Somaiya College of Engineering
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